Run this DAG

1. Install the Astronomer CLI:Skip if you already have the CLI

2. Initate the project in a local directory:

3. Copy and paste the code below into a file in the

dags
directory.

4. Add the following to your

requirements.txt
file:

5. Run the DAG from the local directory where the project was initiated:

#
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
"""
Example Airflow DAG for Google Cloud Stackdriver service.
"""
import json
import os
from airflow import models
from airflow.providers.google.cloud.operators.stackdriver import (
StackdriverDeleteAlertOperator,
StackdriverDeleteNotificationChannelOperator,
StackdriverDisableAlertPoliciesOperator,
StackdriverDisableNotificationChannelsOperator,
StackdriverEnableAlertPoliciesOperator,
StackdriverEnableNotificationChannelsOperator,
StackdriverListAlertPoliciesOperator,
StackdriverListNotificationChannelsOperator,
StackdriverUpsertAlertOperator,
StackdriverUpsertNotificationChannelOperator,
)
from airflow.utils.dates import days_ago
PROJECT_ID = os.environ.get("GCP_PROJECT_ID", "example-project")
TEST_ALERT_POLICY_1 = {
"combiner": "OR",
"enabled": True,
"display_name": "test alert 1",
"conditions": [
{
"condition_threshold": {
"filter": (
'metric.label.state="blocked" AND '
'metric.type="agent.googleapis.com/processes/count_by_state" '
'AND resource.type="gce_instance"'
),
"comparison": "COMPARISON_GT",
"threshold_value": 100,
"duration": {'seconds': 900},
"trigger": {"percent": 0},
"aggregations": [
{
"alignment_period": {'seconds': 60},
"per_series_aligner": "ALIGN_MEAN",
"cross_series_reducer": "REDUCE_MEAN",
"group_by_fields": ["project", "resource.label.instance_id", "resource.label.zone"],
}
],
},
"display_name": "test_alert_policy_1",
}
],
}
TEST_ALERT_POLICY_2 = {
"combiner": "OR",
"enabled": False,
"display_name": "test alert 2",
"conditions": [
{
"condition_threshold": {
"filter": (
'metric.label.state="blocked" AND '
'metric.type="agent.googleapis.com/processes/count_by_state" AND '
'resource.type="gce_instance"'
),
"comparison": "COMPARISON_GT",
"threshold_value": 100,
"duration": {'seconds': 900},
"trigger": {"percent": 0},
"aggregations": [
{
"alignment_period": {'seconds': 60},
"per_series_aligner": "ALIGN_MEAN",
"cross_series_reducer": "REDUCE_MEAN",
"group_by_fields": ["project", "resource.label.instance_id", "resource.label.zone"],
}
],
},
"display_name": "test_alert_policy_2",
}
],
}
TEST_NOTIFICATION_CHANNEL_1 = {
"display_name": "channel1",
"enabled": True,
"labels": {"auth_token": "top-secret", "channel_name": "#channel"},
"type_": "slack",
}
TEST_NOTIFICATION_CHANNEL_2 = {
"display_name": "channel2",
"enabled": False,
"labels": {"auth_token": "top-secret", "channel_name": "#channel"},
"type_": "slack",
}
with models.DAG(
'example_stackdriver',
schedule_interval=None, # Override to match your needs
start_date=days_ago(1),
tags=['example'],
) as dag:
# [START howto_operator_gcp_stackdriver_upsert_notification_channel]
create_notification_channel = StackdriverUpsertNotificationChannelOperator(
task_id='create-notification-channel',
channels=json.dumps({"channels": [TEST_NOTIFICATION_CHANNEL_1, TEST_NOTIFICATION_CHANNEL_2]}),
)
# [END howto_operator_gcp_stackdriver_upsert_notification_channel]
# [START howto_operator_gcp_stackdriver_enable_notification_channel]
enable_notification_channel = StackdriverEnableNotificationChannelsOperator(
task_id='enable-notification-channel', filter_='type="slack"'
)
# [END howto_operator_gcp_stackdriver_enable_notification_channel]
# [START howto_operator_gcp_stackdriver_disable_notification_channel]
disable_notification_channel = StackdriverDisableNotificationChannelsOperator(
task_id='disable-notification-channel', filter_='displayName="channel1"'
)
# [END howto_operator_gcp_stackdriver_disable_notification_channel]
# [START howto_operator_gcp_stackdriver_list_notification_channel]
list_notification_channel = StackdriverListNotificationChannelsOperator(
task_id='list-notification-channel', filter_='type="slack"'
)
# [END howto_operator_gcp_stackdriver_list_notification_channel]
# [START howto_operator_gcp_stackdriver_upsert_alert_policy]
create_alert_policy = StackdriverUpsertAlertOperator(
task_id='create-alert-policies',
alerts=json.dumps({"policies": [TEST_ALERT_POLICY_1, TEST_ALERT_POLICY_2]}),
)
# [END howto_operator_gcp_stackdriver_upsert_alert_policy]
# [START howto_operator_gcp_stackdriver_enable_alert_policy]
enable_alert_policy = StackdriverEnableAlertPoliciesOperator(
task_id='enable-alert-policies',
filter_='(displayName="test alert 1" OR displayName="test alert 2")',
)
# [END howto_operator_gcp_stackdriver_enable_alert_policy]
# [START howto_operator_gcp_stackdriver_disable_alert_policy]
disable_alert_policy = StackdriverDisableAlertPoliciesOperator(
task_id='disable-alert-policies',
filter_='displayName="test alert 1"',
)
# [END howto_operator_gcp_stackdriver_disable_alert_policy]
# [START howto_operator_gcp_stackdriver_list_alert_policy]
list_alert_policies = StackdriverListAlertPoliciesOperator(
task_id='list-alert-policies',
)
# [END howto_operator_gcp_stackdriver_list_alert_policy]
# [START howto_operator_gcp_stackdriver_delete_notification_channel]
delete_notification_channel = StackdriverDeleteNotificationChannelOperator(
task_id='delete-notification-channel',
name="{{ task_instance.xcom_pull('list-notification-channel')[0]['name'] }}",
)
# [END howto_operator_gcp_stackdriver_delete_notification_channel]
delete_notification_channel_2 = StackdriverDeleteNotificationChannelOperator(
task_id='delete-notification-channel-2',
name="{{ task_instance.xcom_pull('list-notification-channel')[1]['name'] }}",
)
# [START howto_operator_gcp_stackdriver_delete_alert_policy]
delete_alert_policy = StackdriverDeleteAlertOperator(
task_id='delete-alert-policy',
name="{{ task_instance.xcom_pull('list-alert-policies')[0]['name'] }}",
)
# [END howto_operator_gcp_stackdriver_delete_alert_policy]
delete_alert_policy_2 = StackdriverDeleteAlertOperator(
task_id='delete-alert-policy-2',
name="{{ task_instance.xcom_pull('list-alert-policies')[1]['name'] }}",
)
create_notification_channel >> enable_notification_channel >> disable_notification_channel
disable_notification_channel >> list_notification_channel >> create_alert_policy
create_alert_policy >> enable_alert_policy >> disable_alert_policy >> list_alert_policies
list_alert_policies >> delete_notification_channel >> delete_notification_channel_2
delete_notification_channel_2 >> delete_alert_policy >> delete_alert_policy_2